COMPARATIVE-STUDY OF 4 ADAPTIVE FREQUENCY TRACKERS

Citation
P. Tichavsky et A. Nehorai, COMPARATIVE-STUDY OF 4 ADAPTIVE FREQUENCY TRACKERS, IEEE transactions on signal processing, 45(6), 1997, pp. 1473-1484
Citations number
25
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
1053587X
Volume
45
Issue
6
Year of publication
1997
Pages
1473 - 1484
Database
ISI
SICI code
1053-587X(1997)45:6<1473:CO4AFT>2.0.ZU;2-H
Abstract
We study and compare four algorithms for adaptive retrieval of slowly time-varying multiple cisoids in noise: the adaptive notch filter, the multiple frequency tracker, the adaptive estimation scheme, and the h yperstable adaptive line enhancer, The local behavior of the algorithm s in a neighborhood of their equilibrium state [assuming high signal-t o-noise ratio (SNR) and large data sample] for a two cisoid signal is treated in a similar way to the linear filter approximation technique used for a single-cisoid case. Validity of the results is confirmed by computer simulations.